White shark (Carcharodon carcharias), Thinned satellite data (PSAT and SPOT), All pseudo-absence/background points, Full extent, , evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	roc_auc	tss_max
rf	0.9942992	0.9734777
bt	0.9064858	0.6519655
maxnet	0.7752000	0.4344830
gam	0.7703216	0.4009232
glm	0.7487733	0.4405312

Variable Importance